Privacy Engineer Jobs
Privacy Engineer jobs are open from new-grad to principal across healthtech, fintech, big tech, and enterprise SaaS, with specializations in data governance, privacy-by-design, and regulatory compliance such as GDPR and CCPA. Find a role that fits below and apply directly.
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About the Role
Join a research and engineering team building privacy and anonymization systems for sensitive data used in AI training. You will help protect personal and confidential information while preserving the structure and utility of data for downstream workflows.
What You'll Do
Build systems to detect personally identifiable information, quasi-identifiers, credentials, and other sensitive content, then select transformations suited to the data and its intended use.
Develop and benchmark detection methods that combine rules, statistical models, classifiers, and language models.
Build production pipelines that anonymize raw data before it reaches processing, training, evaluation, or synthetic data workflows.
Create evaluation frameworks for privacy risk and retained data utility, including recall-weighted metrics, leakage tests, and adversarial re-identification attempts.
Design robust systems that handle new data sources, schema drift, unusual formats, and sensitive information in unexpected fields.
Work with engineering, research, operations, and customers to turn privacy requirements into practical policies and safeguards.
What We're Looking For
At least 2 years of experience building production data or machine learning systems in Python, with strong Python proficiency.
A technical education or equivalent technical background, and experience building end-to-end data processing pipelines.
Hands-on experience detecting, removing, or anonymizing PII while preserving useful characteristics, using information extraction, named-entity recognition, classification, or related methods.
Experience benchmarking detection methods and evaluating recall, precision, latency, cost, and downstream data utility.
Understanding of redaction, masking, pseudonymization, anonymization, and synthetic data generation.
Experience designing systems resilient to schema drift, unusual data formats, and processing edge cases.
Experience with privacy-enhancing technologies such as differential privacy, k-anonymity, secure aggregation, or format-preserving encryption is valuable.
Experience with high-throughput or low-latency inference, sensitive data in areas such as healthcare, finance, or security, or taking research systems into production is also valuable.
Compensation & Benefits
Base salary: $130,000 to $225,000 USD annually. Visa sponsorship is available.
Location
On-site in San Francisco, California, United States.
Compensation Range: $130K - $225K
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Who's Hiring
Top Industries Hiring
- Technology & Software
- Consulting & Professional Services
- Science & Research
- Healthcare & Medical Services
What Employers Look For
The qualifications that appear most often in privacy engineer jobs.
- Bachelor's degree in computer science, engineering, or a related technical field
- Hands-on experience implementing privacy controls in production software systems
- Deep knowledge of GDPR, CCPA, and at least one other major privacy regulation
- Experience with privacy-by-design principles applied during the software development lifecycle
- Familiarity with consent management platforms, data classification tools, or PII detection systems
- CIPP, CIPT, or CIPM certification from the International Association of Privacy Professionals
Tips for Your Privacy Engineer Job Search
Tailor your resume to regulations
Hiring managers for privacy engineers scan for specific regulatory frameworks you have worked with. Call out GDPR, CCPA, HIPAA, or COPPA explicitly in your experience bullets, and tie each to a concrete outcome such as a data flow audit completed or a consent mechanism shipped.
Show your engineering side clearly
Privacy teams often receive applications from pure compliance professionals. Distinguish yourself by highlighting code you have written, systems you have designed, or technical controls you have implemented, so the hiring manager sees you as an engineer first, not a policy analyst.
Apply early to roles that fit
Migrate Mate lists privacy engineer openings from across the United States in one place, so you can find roles that match your specialization and apply directly to each listing without hunting across multiple sites.
Target companies with active privacy programs
Roles at organizations that already have a Chief Privacy Officer, a published privacy roadmap, or a consent management platform in production move faster and offer clearer scope. Research whether a company has faced regulatory enforcement actions, as those teams often have dedicated headcount open immediately.
Prepare a data-flow walkthrough for interviews
Many privacy engineer interviews include a technical exercise where you map how personal data moves through a system and identify where controls are missing. Practice diagramming a realistic data lifecycle from collection through deletion before your first round so the exercise feels familiar under pressure.
Negotiate scope alongside compensation
Privacy engineering teams vary widely from solo practitioners to dedicated departments. During offer conversations, ask how many engineers are on the privacy team, which product areas you will cover first, and whether the role has a budget for external legal or technical advisory, since those details affect your day-to-day far more than title alone.
Privacy Engineer Jobs: Frequently Asked Questions
Which companies are hiring the most privacy engineers?
The most active employers for privacy engineers right now are Meta, TikTok, and Apple, and the most openings are in California, Washington, and New York, based on current listings on Migrate Mate as of November 2026. Demand is especially strong at large technology companies, healthcare systems, and financial institutions building out dedicated privacy engineering functions.
How many privacy engineer jobs are remote?
About 58% of privacy engineer openings are fully remote or hybrid as of November 2026, reflecting how much of the work centers on code review, design consultation, and documentation that travels well over async tools. Privacy roles focused on data governance, consent engineering, and regulatory assessment tend to be the most remote-friendly, while positions requiring close coordination with on-site infrastructure or legal teams often prefer hybrid arrangements.
How do you become a privacy engineer?
Start with a foundation in software engineering or systems design, then layer on privacy law and regulation by studying frameworks like GDPR and CCPA. Pursue a CIPP or CIPT certification to signal formal knowledge to employers. Build hands-on experience by contributing to privacy-related projects, auditing data flows in personal or open-source work, and documenting how you applied privacy-by-design principles to real systems.
Can you get hired as a privacy engineer with little experience?
Yes, some employers hire privacy engineers at the associate or junior level, especially at organizations building their privacy programs from scratch. The strongest entry-level candidates come from adjacent backgrounds in software engineering, security, or legal operations and can demonstrate they have mapped a data flow, written a privacy impact assessment, or implemented a technical control, even in a volunteer, academic, or side-project context.
What does the privacy engineer interview process look like?
Most privacy engineer interviews include a recruiter screen focused on regulatory knowledge and technical background, followed by a hiring manager conversation about how you have applied privacy principles in past roles. A technical round typically involves a data-flow exercise or a scenario where you identify privacy risks in a system design. Final rounds often include a cross-functional panel with legal, security, and product stakeholders who assess how well you communicate trade-offs to non-engineers.
Where can I find and apply to privacy engineer jobs?
You can find and apply to privacy engineer jobs on Migrate Mate, which lists current openings from across the United States in one place. Find the roles that match your specialization and experience level, then apply directly to each listing from the page.
See All 63 Privacy Engineer Jobs
Find roles that match your experience and apply in just a few clicks.
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